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AI based automated regression suites in end-to-end testing

Author: Nagaraj M C, Chief Quality Officer, Simplify3x Software Pvt. Ltd.

As we all know end-to-end testing involves many levels of testing from upstream UI testing to downstream database testing, each with its specific focus. In today’s world, the system architecture is designed as a collection of services and components that have complex relationships with each other. Beyond component-level testing, it's crucial to validate interdependent chains of test scenarios meticulously to bolster confidence in product delivery.

With the rising requirement for shorter delivery cycles, very effective test automation is required. Artificial intelligence is overpowering a variety of sectors, addressing both human and machine activities. This AI integration considerably improves the efficiency and effectiveness of test automation, in line with the changing expectations in this fast-paced environment.

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